Alert button
Picture for Zheng Xu

Zheng Xu

Alert button

Efficient Language Model Architectures for Differentially Private Federated Learning

Mar 12, 2024
Jae Hun Ro, Srinadh Bhojanapalli, Zheng Xu, Yanxiang Zhang, Ananda Theertha Suresh

Viaarxiv icon

Comprehensive Implementation of TextCNN for Enhanced Collaboration between Natural Language Processing and System Recommendation

Mar 12, 2024
Xiaonan Xu, Zheng Xu, Zhipeng Ling, Zhengyu Jin, ShuQian Du

Viaarxiv icon

Emerging Synergies Between Large Language Models and Machine Learning in Ecommerce Recommendations

Mar 05, 2024
Xiaonan Xu, Zheng Xu, Zhipeng Ling, Zhengyu Jin, ShuQian Du

Figure 1 for Emerging Synergies Between Large Language Models and Machine Learning in Ecommerce Recommendations
Figure 2 for Emerging Synergies Between Large Language Models and Machine Learning in Ecommerce Recommendations
Figure 3 for Emerging Synergies Between Large Language Models and Machine Learning in Ecommerce Recommendations
Figure 4 for Emerging Synergies Between Large Language Models and Machine Learning in Ecommerce Recommendations
Viaarxiv icon

Privacy-Preserving Instructions for Aligning Large Language Models

Feb 21, 2024
Da Yu, Peter Kairouz, Sewoong Oh, Zheng Xu

Viaarxiv icon

PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter

Feb 16, 2024
Junfei Xiao, Zheng Xu, Alan Yuille, Shen Yan, Boyu Wang

Viaarxiv icon

Heterogeneous Low-Rank Approximation for Federated Fine-tuning of On-Device Foundation Models

Jan 12, 2024
Yae Jee Cho, Luyang Liu, Zheng Xu, Aldi Fahrezi, Gauri Joshi

Viaarxiv icon

InstructPipe: Building Visual Programming Pipelines with Human Instructions

Dec 15, 2023
Zhongyi Zhou, Jing Jin, Vrushank Phadnis, Xiuxiu Yuan, Jun Jiang, Xun Qian, Jingtao Zhou, Yiyi Huang, Zheng Xu, Yinda Zhang, Kristen Wright, Jason Mayes, Mark Sherwood, Johnny Lee, Alex Olwal, David Kim, Ram Iyengar, Na Li, Ruofei Du

Viaarxiv icon

Analyze Drivers' Intervention Behavior During Autonomous Driving -- A VR-incorporated Approach

Dec 04, 2023
Zheng Xu

Viaarxiv icon

User Inference Attacks on Large Language Models

Oct 13, 2023
Nikhil Kandpal, Krishna Pillutla, Alina Oprea, Peter Kairouz, Christopher A. Choquette-Choo, Zheng Xu

Figure 1 for User Inference Attacks on Large Language Models
Figure 2 for User Inference Attacks on Large Language Models
Figure 3 for User Inference Attacks on Large Language Models
Figure 4 for User Inference Attacks on Large Language Models
Viaarxiv icon

(Amplified) Banded Matrix Factorization: A unified approach to private training

Jun 13, 2023
Christopher A. Choquette-Choo, Arun Ganesh, Ryan McKenna, H. Brendan McMahan, Keith Rush, Abhradeep Guha Thakurta, Zheng Xu

Figure 1 for (Amplified) Banded Matrix Factorization: A unified approach to private training
Figure 2 for (Amplified) Banded Matrix Factorization: A unified approach to private training
Figure 3 for (Amplified) Banded Matrix Factorization: A unified approach to private training
Figure 4 for (Amplified) Banded Matrix Factorization: A unified approach to private training
Viaarxiv icon